Vizro-MCP is a Model Context Protocol (MCP) server for Vizro that works with an LLM to streamline the creation of Vizro dashboards and charts. It provides tools and templates designed to guide users through building a functioning Vizro chart or dashboard step by step, ensuring consistency and maintainability. The MCP server complements the Vizro framework by enabling context-driven, chat-based interactions that translate prompts into production-ready Vizro configurations. The MCP server supports MCP-enabled LLM clients, such as Cursor and Claude Desktop, allowing large language models to collaborate with Vizro in a structured way. As part of the Vizro monorepo, Vizro-MCP integrates with vizro-core and other Vizro packages, enabling seamless end-to-end generation from high-level requirements to visual components. This setup reduces manual coding, accelerates prototyping, and helps teams deliver scalable, production-ready dashboards. The project emphasizes tooling, templates, and a guided workflow for rapid Vizro development.